{"id":"W1984893672","doi":"10.1016/j.ssi.2003.12.009","title":"Influence of porous composite microstructure on the processing and properties of solid oxide fuel cell anodes","year":2004,"lang":"en","type":"article","venue":"Solid State Ionics","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Graphite; Sintering; Microstructure; Tape casting; Composite number; Shrinkage; Anode; Porosity; Solid oxide fuel cell; Composite material; Particle (ecology); Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002617159,0.00022327,0.0003215609,0.00005004508,0.0001648272,0.00004913815,0.0003703741,0.00006132126,0.000007387796],"category_scores_gemma":[0.00005157528,0.0001487881,0.00003361241,0.0001510943,0.0006460455,0.0002640704,0.0001770137,0.0001595715,0.000008757132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006081242,"about_ca_system_score_gemma":0.0001536973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004144875,"about_ca_topic_score_gemma":0.00001190554,"domain_scores_codex":[0.9984187,0.00005759739,0.0005125231,0.0003079768,0.0003596333,0.0003434917],"domain_scores_gemma":[0.9988329,0.00004315451,0.0004565396,0.0003716503,0.0002394755,0.00005621351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008608111,0.00005679942,0.0001187204,0.0005450271,0.000005242764,0.000003715101,0.002689802,0.1384099,0.8579528,0.00007134875,0.000004879049,0.00005568632],"study_design_scores_gemma":[0.0004248279,0.0001068746,0.0005732132,0.000384097,0.00001579973,0.00001258901,0.0003845702,0.0001202812,0.9929318,0.004806866,0.00006689684,0.000172218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997025,0.002039965,0.00018864,0.00009301434,0.00006493517,0.0003301035,0.00008957179,0.00003143433,0.000137337],"genre_scores_gemma":[0.9957569,0.0004180078,0.003480374,0.0002264733,0.00001183049,0.000008862688,0.000002060217,0.00002713896,0.00006836332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382896,"threshold_uncertainty_score":0.6067402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123507148912488,"score_gpt":0.249705063551396,"score_spread":0.2373543486601472,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}